{"id":"https://openalex.org/W3205329266","doi":"https://doi.org/10.23919/apnoms52696.2021.9562644","title":"Docker Container Networking Based Apache Storm and Flink Benchmark Test","display_name":"Docker Container Networking Based Apache Storm and Flink Benchmark Test","publication_year":2021,"publication_date":"2021-09-08","ids":{"openalex":"https://openalex.org/W3205329266","doi":"https://doi.org/10.23919/apnoms52696.2021.9562644","mag":"3205329266"},"language":"en","primary_location":{"id":"doi:10.23919/apnoms52696.2021.9562644","is_oa":false,"landing_page_url":"https://doi.org/10.23919/apnoms52696.2021.9562644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089164002","display_name":"Tao Liu","orcid":"https://orcid.org/0000-0002-2296-5079"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Liu","raw_affiliation_strings":["China University of Mining and Technology, Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110507781","display_name":"Zhihong Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Yang","raw_affiliation_strings":["China University of Mining and Technology, Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology, Beijing, Beijing, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100296246","display_name":"Yuzhong Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhong Sun","raw_affiliation_strings":["Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5113,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62779408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.7914270162582397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7885434627532959},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7356477379798889},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.5804560780525208},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5623093247413635},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5363764762878418},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4976349174976349},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4587753713130951},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3662490248680115},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0947103202342987}],"concepts":[{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.7914270162582397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885434627532959},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7356477379798889},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.5804560780525208},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5623093247413635},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5363764762878418},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4976349174976349},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4587753713130951},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3662490248680115},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0947103202342987},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/apnoms52696.2021.9562644","is_oa":false,"landing_page_url":"https://doi.org/10.23919/apnoms52696.2021.9562644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 22nd Asia-Pacific Network Operations and Management Symposium (APNOMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335561","display_name":"Institute of Computing Technology, Chinese Academy of Sciences","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2189465200","https://openalex.org/W2296335794","https://openalex.org/W2486439025","https://openalex.org/W2511876377","https://openalex.org/W2566979091","https://openalex.org/W2783957223","https://openalex.org/W2912890227","https://openalex.org/W2913854892","https://openalex.org/W3094389902","https://openalex.org/W3137214701","https://openalex.org/W6687322159","https://openalex.org/W6697144307","https://openalex.org/W6731596640","https://openalex.org/W6792010303"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2037453743","https://openalex.org/W2136217414","https://openalex.org/W2230728787","https://openalex.org/W2353497703","https://openalex.org/W4386765248","https://openalex.org/W2380744086","https://openalex.org/W2012076279","https://openalex.org/W2374391031"],"abstract_inverted_index":{"Many":[0],"distributed":[1],"stream":[2,32,52],"computing":[3,33,53],"engines":[4,34,54],"have":[5],"emerged":[6],"to":[7,67,109],"handle":[8],"big":[9],"data,":[10],"and":[11,42,85,96,100,131],"they":[12],"can":[13],"be":[14],"deployed":[15],"in":[16,93,115,123,138],"cloud":[17],"environments":[18,99],"consisting":[19],"of":[20,27,61,74],"native":[21,40,97],"networks":[22],"or":[23],"container":[24,49,62,94,116,125],"networks.":[25,77],"Most":[26],"the":[28,39,43,46,59,72,121],"benchmark":[29],"research":[30,44],"on":[31,45,48,51],"are":[35,89],"carried":[36],"out":[37],"under":[38],"network,":[41],"impact":[47],"network":[50,63,95,98,126,141],"is":[55,71,128,134],"currently":[56],"inadequate.":[57],"However,":[58],"use":[60],"will":[64],"inevitably":[65],"lead":[66],"performance":[68,102,113],"degradation,":[69],"which":[70,88],"disadvantage":[73],"all":[75],"virtual":[76],"In":[78],"this":[79],"work,":[80],"we":[81],"build":[82],"Apache":[83,86],"Storm":[84],"Flink,":[87],"Streaming":[90],"Computation":[91],"Engines":[92],"conduct":[101],"measurements":[103],"through":[104],"experiments":[105],"processing":[106],"textual":[107],"data":[108],"verify":[110],"how":[111],"much":[112],"decreases":[114],"network.":[117],"Experiments":[118],"show":[119],"that":[120],"throughput":[122],"a":[124,139],"environment":[127],"1%-5%":[129],"lower":[130,136],"CPU":[132],"utilization":[133],"11%-18%":[135],"than":[137],"local":[140],"environment.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
